Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "130" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 101 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 97 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.350937 | 15.687643 | -0.678079 | 80.831757 | -0.866509 | 26.245360 | -1.146905 | 30.746237 | 0.7368 | 0.0890 | 0.4604 | 10.107954 | 8.399325 |
| 2459593 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.129575 | 17.366346 | 0.020241 | 86.092627 | 0.137077 | 37.480518 | 0.000496 | 12.742583 | 0.6645 | 0.0768 | 0.3976 | 5.756819 | 5.596047 |
| 2459592 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.610738 | 1.615711 | 0.043028 | 7.684125 | -0.852316 | 3.102892 | -1.889772 | 1.475583 | 0.0332 | 0.0683 | 0.0027 | nan | nan |
| 2459591 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.742883 | 20.392616 | 0.097038 | 99.942324 | -0.489209 | 32.221039 | -0.332720 | 4.803185 | 0.6036 | 0.0643 | 0.4058 | 4.695718 | 1.253918 |
| 2459590 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.251244 | 24.301735 | -0.048100 | 93.061559 | -0.719749 | 34.491732 | -0.527133 | 8.097387 | 0.6076 | 0.0713 | 0.4119 | 6.871985 | 8.397931 |
| 2459589 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.555667 | 21.943266 | -0.452474 | 86.250882 | -0.691845 | 21.756138 | -0.744486 | 17.903480 | 0.6502 | 0.0740 | 0.4123 | 6.232542 | 6.735432 |
| 2459588 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 229.000034 | 228.713872 | inf | inf | 23.410214 | 26.984858 | 18.656415 | 16.690062 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | digital_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -0.702843 | 21.710774 | 0.826022 | 140.774625 | 0.665629 | 10.341638 | 3.612048 | 20.611297 | nan | nan | nan | 9.356484 | 6.402657 |
| 2459586 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.373789 | 19.579675 | -0.840708 | 32.433246 | -0.333942 | 11.212307 | 0.190182 | 9.499871 | 0.6137 | 0.0679 | 0.3994 | 3.848199 | 1.412482 |
| 2459585 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.058058 | 26.044483 | -0.758546 | 11.002379 | 0.256555 | 10.103551 | -0.541975 | 6.927673 | 0.0335 | 0.0703 | 0.0022 | 0.000000 | 0.000000 |
| 2459584 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.477122 | 24.926693 | -0.812692 | 116.024335 | -0.372304 | 17.455857 | 0.277686 | 9.486508 | 0.5610 | 0.0480 | 0.3839 | 9.036227 | 11.763598 |
| 2459583 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.340195 | 19.053667 | -0.923144 | 35.731392 | -1.086360 | 23.094470 | 0.133125 | 0.614625 | 0.6119 | 0.0592 | 0.4342 | 4.352240 | 4.193508 |
| 2459582 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.501695 | 16.504441 | -0.778100 | 32.438462 | -0.785389 | 28.057047 | 0.090401 | 0.747178 | 0.6187 | 0.0558 | 0.4347 | 4.468745 | 4.548756 |
| 2459581 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.717806 | 23.029687 | -0.750234 | 36.595200 | -0.679849 | 22.644445 | -0.536819 | 0.889040 | 0.6152 | 0.0604 | 0.4275 | 4.160206 | 5.852823 |
| 2459580 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.528030 | 17.406640 | -0.821565 | 37.486997 | -0.990850 | 23.851497 | -0.728480 | 0.516353 | 0.6241 | 0.0629 | 0.4344 | 6.007236 | 5.753518 |
| 2459579 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.535863 | 17.339654 | -0.693253 | 42.591627 | -0.599580 | 26.945523 | -0.152052 | 2.247688 | 0.6193 | 0.0581 | 0.4345 | 5.369374 | 5.539059 |
| 2459578 | digital_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.299408 | 1.653612 | -0.790978 | 2.779503 | 0.011453 | 0.096117 | -0.507156 | 2.541186 | 0.0341 | 0.0930 | 0.0032 | nan | nan |
| 2459577 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.501418 | 22.408452 | -0.909695 | 34.211971 | -0.321173 | 24.576901 | -0.631903 | 0.691104 | 0.6155 | 0.0573 | 0.4418 | 5.354696 | 5.600807 |
| 2459576 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.128528 | 17.503781 | -0.622232 | 27.434726 | -0.244893 | 21.742374 | -0.268148 | 1.463409 | 0.6409 | 0.0633 | 0.4233 | 5.743707 | 5.936673 |
| 2459575 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.430912 | 17.931208 | -0.919192 | 27.260859 | -1.115670 | 16.707204 | -0.865479 | 5.794045 | 0.7149 | 0.0802 | 0.4617 | 6.506753 | 6.947585 |
| 2459574 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.909536 | 16.309651 | -0.837741 | 26.089174 | -0.185610 | 24.084364 | -0.645961 | 0.954171 | 0.6389 | 0.0580 | 0.4086 | 4.694545 | 5.204407 |
| 2459573 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.183340 | 16.822620 | -0.874003 | 44.903233 | -0.787264 | 27.942566 | 0.811125 | 2.034617 | 0.6370 | 0.0583 | 0.4153 | 4.987624 | 6.332223 |
| 2459572 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.576325 | 16.972019 | -0.846841 | 26.233490 | -0.439072 | 17.749418 | 0.053119 | 3.188910 | 0.6396 | 0.0611 | 0.4119 | 6.204540 | 6.320479 |
| 2459571 | digital_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.069952 | 1.324754 | -0.707504 | 2.840820 | 0.161960 | -0.076516 | -0.643139 | 2.404154 | 0.0327 | 0.0860 | 0.0027 | nan | nan |
| 2459570 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.455430 | 20.588760 | -0.794332 | 34.031167 | -0.693204 | 10.340414 | -0.531204 | 8.718399 | 0.7243 | 0.1083 | 0.4179 | 5.234750 | 5.048492 |
| 2459566 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.397871 | 16.130038 | -0.746177 | 34.029589 | -0.615227 | 21.473601 | -0.407700 | 0.215209 | 0.6365 | 0.0508 | 0.3741 | 3.901578 | 5.277784 |
| 2459565 | digital_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.525629 | 0.525629 | 0.479082 | 0.479082 | -0.763628 | -0.763628 | -0.844260 | -0.844260 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.153517 | 14.775684 | -0.517308 | 36.134671 | -0.072206 | 2.313944 | -0.026964 | 2.145698 | 0.6401 | 0.0612 | 0.4316 | 4.009346 | 3.782974 |
| 2459563 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.704484 | 16.499349 | -1.012944 | 69.016920 | -0.876723 | 22.207750 | -0.140766 | 4.942112 | 0.6428 | 0.0629 | 0.4416 | 4.518552 | 5.804087 |
| 2459562 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.714668 | 10.553514 | -0.151921 | 17.783973 | 0.132794 | 2.668969 | 0.055268 | 1.032444 | 0.6428 | 0.0609 | 0.4400 | 3.738999 | 3.646729 |
| 2459561 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.886006 | 11.204713 | -0.321342 | 16.952298 | -0.074488 | 2.904240 | 0.126745 | 1.633905 | 0.6469 | 0.0656 | 0.4611 | 3.533101 | 4.725421 |
| 2459560 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.745012 | 10.202436 | -0.130652 | 17.187823 | 0.423261 | 2.947702 | 0.182501 | 0.950039 | 0.6458 | 0.0601 | 0.4486 | 4.140916 | 4.191048 |
| 2459559 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.439917 | 13.255879 | -0.253824 | 18.854878 | 0.188137 | 3.272143 | 0.090120 | 1.341377 | 0.6451 | 0.0644 | 0.4313 | 3.518421 | 3.466680 |
| 2459558 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.292546 | 17.190811 | -0.627910 | 36.093387 | -0.915542 | 23.061368 | 1.697970 | 2.143473 | 0.6489 | 0.0611 | 0.4369 | 6.461823 | 5.878817 |
| 2459557 | digital_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0348 | 0.0856 | 0.0032 | nan | nan |
| 2459556 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.230769 | 17.743397 | -0.674687 | 39.059121 | -0.113968 | 20.801651 | 2.350010 | 4.190243 | 0.6370 | 0.0630 | 0.4453 | 6.488011 | 4.693200 |
| 2459554 | digital_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6481 | 0.0583 | 0.4384 | nan | nan |
| 2459553 | digital_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6442 | 0.0630 | 0.4422 | nan | nan |
| 2459552 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.175419 | 21.188071 | -0.948517 | 51.482871 | -0.008119 | 31.885379 | -0.635789 | 3.474530 | 0.6507 | 0.0568 | 0.4425 | 7.790762 | 8.718910 |
| 2459551 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.909668 | 10.288259 | -0.258381 | 20.895677 | 0.484917 | 4.098841 | 0.269539 | 1.507970 | 0.6409 | 0.0612 | 0.4280 | 3.850843 | 4.319432 |
| 2459550 | digital_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0324 | 0.0587 | 0.0026 | nan | nan |
| 2459549 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.353029 | 15.563461 | -0.988822 | 38.902653 | -0.683145 | 22.719133 | -0.006823 | 1.711444 | 0.6450 | 0.0582 | 0.4429 | 3.745592 | 5.655915 |
| 2459542 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.589770 | 22.062285 | -0.683607 | 78.819822 | -0.519727 | 1.906580 | -0.318077 | 3.418945 | 0.7147 | 0.0729 | 0.4588 | 4.034179 | 3.636261 |
| 2459541 | digital_maintenance | 100.00% | 1.34% | 100.00% | 0.00% | 100.00% | 0.00% | -1.172009 | 10.171725 | -0.870214 | 37.042063 | -0.662850 | 255.050124 | -0.902195 | 15.486367 | 0.7041 | 0.0794 | 0.4520 | 4.252230 | 5.336817 |
| 2459540 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.299136 | 15.457415 | -0.440083 | 17.958049 | 0.137227 | 5.262403 | -0.083392 | 1.105937 | 0.7135 | 0.0709 | 0.4750 | 3.756535 | 3.668227 |
| 2459536 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.621415 | 26.386019 | -0.976400 | 66.859964 | 0.762246 | 31.429891 | -0.327065 | 2.690898 | 0.0751 | 0.0387 | 0.0660 | 0.000000 | 0.000000 |
| 2459535 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.061295 | 12.493221 | -0.236746 | 16.481494 | -0.002555 | 5.789934 | 0.122011 | 0.822733 | 0.0817 | 0.0399 | 0.0624 | 41.877778 | 1.190563 |
| 2459534 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.045560 | 12.642957 | -0.223564 | 15.269397 | 0.529334 | 4.024271 | 0.223027 | 0.396355 | 0.0797 | 0.0391 | 0.0684 | 0.000000 | 0.000000 |
| 2459533 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.564186 | 18.997063 | -0.843668 | 36.564085 | -0.666025 | 20.602781 | 0.116363 | 2.389392 | 0.0733 | 0.0375 | 0.0650 | 0.000000 | 0.000000 |
| 2459532 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.853978 | 22.209017 | -0.907996 | 49.525171 | -0.658940 | 25.396225 | -0.439573 | 1.304937 | 0.0715 | 0.0384 | 0.0618 | 0.000000 | 0.000000 |
| 2459530 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.869758 | 10.982953 | -0.208273 | 15.472604 | 0.402543 | 4.222766 | 0.151840 | 1.004176 | 0.0790 | 0.0415 | 0.0697 | 18.605183 | 1.218727 |
| 2459527 | digital_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.441254 | 26.837793 | -1.013691 | 55.217917 | -0.846048 | 34.795683 | -0.642827 | 0.907721 | 0.9090 | 0.1018 | 0.6003 | 0.000000 | 0.000000 |
| 2459523 | digital_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -1.780396 | 22.229184 | -0.793634 | 52.689923 | 0.697248 | 29.960817 | 0.057065 | 2.678472 | nan | nan | nan | 10.566245 | 1.436956 |
| 2459522 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.995161 | 23.274718 | -1.081734 | 53.495881 | 2.003962 | 23.760779 | 0.468795 | 2.145368 | 0.6290 | 0.0565 | 0.4458 | 0.000000 | 0.000000 |
| 2459513 | digital_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.016003 | -0.393467 | -0.807418 | -0.931441 | 0.908429 | 3.073913 | -0.585973 | 0.985677 | 0.0329 | 0.0587 | 0.0019 | nan | nan |
| 2459508 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.048076 | 0.118997 | -1.151555 | 1.967486 | -1.052040 | 1.156727 | -0.671921 | 1.653478 | 0.9077 | 0.9573 | 0.1902 | 0.000000 | 0.000000 |
| 2459505 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.984499 | 0.977181 | -0.791115 | 2.414394 | 0.769373 | 7.600892 | 0.385992 | 32.697239 | 0.8884 | 0.8616 | 0.1995 | 14.492009 | 16.797675 |
| 2459503 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.779121 | 1.195163 | -0.907129 | 2.245121 | -0.416450 | 1.208304 | -0.468750 | 1.296664 | 0.8558 | 0.8533 | 0.4571 | 0.000000 | 0.000000 |
| 2459501 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.673294 | 1.294229 | -0.420101 | 1.562712 | -0.944459 | 0.434928 | 0.100308 | 1.094176 | 0.8509 | 0.8932 | 0.3939 | 0.000000 | 0.000000 |
| 2459500 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.245088 | 1.040626 | -0.663656 | 1.516067 | -0.181993 | 1.885047 | 2.027577 | 2.543909 | 0.8535 | 0.8863 | 0.3813 | 0.000000 | 0.000000 |
| 2459499 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.023976 | 1.815546 | -1.069771 | 2.301823 | -0.130398 | 3.506960 | 2.924168 | 4.676297 | 0.8780 | 0.9368 | 0.1793 | 0.000000 | 0.000000 |
| 2459498 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.980141 | 1.387341 | -0.775809 | 1.568028 | -0.330636 | 2.163636 | 0.235395 | 1.887496 | 0.8620 | 0.8876 | 0.4170 | 0.000000 | 0.000000 |
| 2459497 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.155203 | 1.742230 | -0.419149 | 1.321410 | -0.335730 | 3.411505 | -0.588353 | 2.012542 | 0.8833 | 0.9276 | 0.3412 | 0.000000 | 0.000000 |
| 2459496 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.367787 | 1.980165 | -0.850689 | 1.592015 | 0.014199 | 2.753281 | 1.151686 | 2.294164 | 0.8958 | 0.9066 | 0.3898 | 0.000000 | 0.000000 |
| 2459495 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.127567 | 1.407235 | -0.834091 | 1.273646 | 0.391042 | 3.177032 | 0.867068 | 2.241626 | 0.8908 | 0.9030 | 0.4296 | 0.000000 | 0.000000 |
| 2459494 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.835778 | 1.756009 | -0.790415 | 1.648576 | 0.506396 | 3.112627 | -0.008068 | 1.561756 | 0.8799 | 0.8943 | 0.4423 | 0.000000 | 0.000000 |
| 2459492 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.461679 | 2.949590 | -0.524091 | 0.250915 | 0.195191 | 0.524565 | 0.175758 | 9.093606 | 0.7463 | 0.8013 | 0.3445 | 5.155412 | 4.879535 |
| 2459491 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.365411 | 3.378391 | -0.590593 | 0.588218 | 0.263447 | 2.706858 | -0.103415 | 5.040402 | 0.7828 | 0.8159 | 0.2841 | 3.667311 | 2.759637 |
| 2459490 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.710521 | 3.358956 | -1.035143 | -0.533245 | 0.243035 | 0.215361 | 0.211686 | 9.357776 | 0.7394 | 0.7981 | 0.3922 | 5.845556 | 4.546201 |
| 2459489 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.393843 | 3.368124 | -0.811305 | 0.137842 | 0.724078 | 0.575106 | 0.080196 | 6.496077 | 0.7553 | 0.8036 | 0.3386 | 6.052866 | 4.562304 |
| 2459488 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.055733 | 2.982133 | -0.598770 | 0.427209 | 0.564458 | 2.707908 | 1.005455 | 11.553912 | 0.7553 | 0.8069 | 0.3713 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 73.452910 | -1.140370 | 22.417976 | 0.270079 | 73.452910 | -0.792939 | 37.951801 | -0.787827 | 6.101913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 66.988914 | 26.072598 | -1.411813 | 66.988914 | 0.778577 | 46.447441 | -0.906649 | 13.313221 | -0.480554 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 128.389711 | 24.274386 | -1.145611 | 128.389711 | 1.187270 | 23.666384 | -0.648759 | 8.238847 | -0.146093 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 80.164037 | 25.512139 | 0.127845 | 80.164037 | 0.101775 | 28.963275 | 1.900150 | 16.114591 | 3.360300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 17.865866 | 13.798744 | 0.615419 | 12.235771 | -0.611351 | 4.374465 | -0.054210 | 17.865866 | 0.082854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 74.487471 | 20.602469 | -0.735405 | 74.487471 | 0.263803 | 37.847971 | -0.258932 | 4.866520 | 0.488996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 82.195445 | 24.998738 | -0.601676 | 82.195445 | 0.728936 | 38.057477 | -0.357105 | 11.290264 | -0.235477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 73.041667 | -0.908440 | 20.685651 | 0.319161 | 73.041667 | -0.828645 | 38.681828 | 1.150920 | 15.064400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 111.944769 | 21.895987 | -0.909938 | 111.944769 | 1.014121 | 43.503622 | -0.700748 | 8.575084 | -0.390292 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 70.577722 | -0.902875 | 24.287829 | 0.405431 | 70.577722 | -0.353275 | 30.021172 | -0.065612 | 8.188984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 77.567015 | -0.313349 | 25.144694 | 0.258296 | 77.567015 | -0.301639 | 29.199817 | -0.654549 | 7.175278 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Power | inf | 251.589566 | 254.630690 | inf | inf | 99.064839 | 113.399013 | 1471.966404 | 1510.584383 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 56.719495 | -0.612860 | 20.193848 | -0.002179 | 56.719495 | -0.942271 | 31.006219 | -0.365296 | 14.562281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 73.667208 | -0.476481 | 23.434217 | 0.205057 | 73.667208 | -0.855324 | 34.002683 | -0.379977 | 25.342931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 91.479544 | 25.091949 | -0.763926 | 91.479544 | 0.328077 | 31.025423 | -0.335858 | 18.769776 | -0.253475 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 105.027076 | 20.408597 | -0.761624 | 105.027076 | 0.271023 | 36.348189 | -1.074413 | 7.760201 | -0.658063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 38.805089 | 11.821672 | -0.716468 | 24.609777 | 0.324648 | 38.805089 | 0.030706 | -1.159743 | 0.436238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 0.763632 | 0.686084 | -0.600836 | 0.520447 | -0.206705 | -1.339860 | 0.459165 | -1.530684 | 0.763632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 88.350432 | -0.864825 | 25.311767 | 0.080280 | 88.350432 | -0.448144 | 44.104668 | -0.619131 | 23.824639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 89.144572 | -0.525682 | 18.503722 | 0.055795 | 89.144572 | 0.243719 | 13.419795 | 1.321057 | 5.448688 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 106.839753 | 21.016918 | -0.758168 | 106.839753 | 0.264511 | 25.785018 | -0.830905 | 16.902851 | -0.534815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 83.578536 | -0.786957 | 20.001560 | 0.177485 | 83.578536 | -0.706160 | 36.661544 | -1.105135 | 9.537610 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | inf | 321.244200 | 318.792746 | inf | inf | 45.198248 | 39.342157 | 686.836483 | 693.811399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 75.853748 | 19.728426 | -0.670854 | 75.853748 | 0.530951 | 34.867590 | -0.808141 | 7.239339 | -0.851834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | inf | 394.196746 | 393.797499 | inf | inf | 33.773797 | 33.988445 | 201.366605 | 199.228965 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 80.831757 | 0.350937 | 15.687643 | -0.678079 | 80.831757 | -0.866509 | 26.245360 | -1.146905 | 30.746237 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 86.092627 | -0.129575 | 17.366346 | 0.020241 | 86.092627 | 0.137077 | 37.480518 | 0.000496 | 12.742583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 7.684125 | 1.615711 | 0.610738 | 7.684125 | 0.043028 | 3.102892 | -0.852316 | 1.475583 | -1.889772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 99.942324 | 20.392616 | -0.742883 | 99.942324 | 0.097038 | 32.221039 | -0.489209 | 4.803185 | -0.332720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 93.061559 | -0.251244 | 24.301735 | -0.048100 | 93.061559 | -0.719749 | 34.491732 | -0.527133 | 8.097387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 86.250882 | 21.943266 | -0.555667 | 86.250882 | -0.452474 | 21.756138 | -0.691845 | 17.903480 | -0.744486 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Power | inf | 229.000034 | 228.713872 | inf | inf | 23.410214 | 26.984858 | 18.656415 | 16.690062 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 140.774625 | 21.710774 | -0.702843 | 140.774625 | 0.826022 | 10.341638 | 0.665629 | 20.611297 | 3.612048 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 32.433246 | -1.373789 | 19.579675 | -0.840708 | 32.433246 | -0.333942 | 11.212307 | 0.190182 | 9.499871 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Shape | 26.044483 | 0.058058 | 26.044483 | -0.758546 | 11.002379 | 0.256555 | 10.103551 | -0.541975 | 6.927673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 116.024335 | -1.477122 | 24.926693 | -0.812692 | 116.024335 | -0.372304 | 17.455857 | 0.277686 | 9.486508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 35.731392 | -1.340195 | 19.053667 | -0.923144 | 35.731392 | -1.086360 | 23.094470 | 0.133125 | 0.614625 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 32.438462 | 16.504441 | -1.501695 | 32.438462 | -0.778100 | 28.057047 | -0.785389 | 0.747178 | 0.090401 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 36.595200 | -1.717806 | 23.029687 | -0.750234 | 36.595200 | -0.679849 | 22.644445 | -0.536819 | 0.889040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 37.486997 | 17.406640 | -1.528030 | 37.486997 | -0.821565 | 23.851497 | -0.990850 | 0.516353 | -0.728480 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 42.591627 | -1.535863 | 17.339654 | -0.693253 | 42.591627 | -0.599580 | 26.945523 | -0.152052 | 2.247688 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 2.779503 | -0.299408 | 1.653612 | -0.790978 | 2.779503 | 0.011453 | 0.096117 | -0.507156 | 2.541186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 34.211971 | 22.408452 | -1.501418 | 34.211971 | -0.909695 | 24.576901 | -0.321173 | 0.691104 | -0.631903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 27.434726 | 17.503781 | -1.128528 | 27.434726 | -0.622232 | 21.742374 | -0.244893 | 1.463409 | -0.268148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 27.260859 | 17.931208 | -1.430912 | 27.260859 | -0.919192 | 16.707204 | -1.115670 | 5.794045 | -0.865479 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 26.089174 | -0.909536 | 16.309651 | -0.837741 | 26.089174 | -0.185610 | 24.084364 | -0.645961 | 0.954171 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 44.903233 | 16.822620 | -1.183340 | 44.903233 | -0.874003 | 27.942566 | -0.787264 | 2.034617 | 0.811125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 26.233490 | 16.972019 | -1.576325 | 26.233490 | -0.846841 | 17.749418 | -0.439072 | 3.188910 | 0.053119 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 2.840820 | 1.324754 | -0.069952 | 2.840820 | -0.707504 | -0.076516 | 0.161960 | 2.404154 | -0.643139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 34.031167 | 20.588760 | -1.455430 | 34.031167 | -0.794332 | 10.340414 | -0.693204 | 8.718399 | -0.531204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 34.029589 | 16.130038 | -1.397871 | 34.029589 | -0.746177 | 21.473601 | -0.615227 | 0.215209 | -0.407700 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Shape | 0.525629 | 0.525629 | 0.525629 | 0.479082 | 0.479082 | -0.763628 | -0.763628 | -0.844260 | -0.844260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 36.134671 | -1.153517 | 14.775684 | -0.517308 | 36.134671 | -0.072206 | 2.313944 | -0.026964 | 2.145698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 69.016920 | -1.704484 | 16.499349 | -1.012944 | 69.016920 | -0.876723 | 22.207750 | -0.140766 | 4.942112 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 17.783973 | -0.714668 | 10.553514 | -0.151921 | 17.783973 | 0.132794 | 2.668969 | 0.055268 | 1.032444 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 16.952298 | -0.886006 | 11.204713 | -0.321342 | 16.952298 | -0.074488 | 2.904240 | 0.126745 | 1.633905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 17.187823 | -0.745012 | 10.202436 | -0.130652 | 17.187823 | 0.423261 | 2.947702 | 0.182501 | 0.950039 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 18.854878 | -1.439917 | 13.255879 | -0.253824 | 18.854878 | 0.188137 | 3.272143 | 0.090120 | 1.341377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 36.093387 | 17.190811 | -1.292546 | 36.093387 | -0.627910 | 23.061368 | -0.915542 | 2.143473 | 1.697970 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 39.059121 | 17.743397 | -1.230769 | 39.059121 | -0.674687 | 20.801651 | -0.113968 | 4.190243 | 2.350010 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 51.482871 | 21.188071 | -1.175419 | 51.482871 | -0.948517 | 31.885379 | -0.008119 | 3.474530 | -0.635789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 20.895677 | 10.288259 | -0.909668 | 20.895677 | -0.258381 | 4.098841 | 0.484917 | 1.507970 | 0.269539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 38.902653 | -1.353029 | 15.563461 | -0.988822 | 38.902653 | -0.683145 | 22.719133 | -0.006823 | 1.711444 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 78.819822 | 22.062285 | -1.589770 | 78.819822 | -0.683607 | 1.906580 | -0.519727 | 3.418945 | -0.318077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 255.050124 | 10.171725 | -1.172009 | 37.042063 | -0.870214 | 255.050124 | -0.662850 | 15.486367 | -0.902195 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 17.958049 | 15.457415 | -1.299136 | 17.958049 | -0.440083 | 5.262403 | 0.137227 | 1.105937 | -0.083392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 66.859964 | 26.386019 | -1.621415 | 66.859964 | -0.976400 | 31.429891 | 0.762246 | 2.690898 | -0.327065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 16.481494 | -1.061295 | 12.493221 | -0.236746 | 16.481494 | -0.002555 | 5.789934 | 0.122011 | 0.822733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 15.269397 | 12.642957 | -1.045560 | 15.269397 | -0.223564 | 4.024271 | 0.529334 | 0.396355 | 0.223027 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 36.564085 | -1.564186 | 18.997063 | -0.843668 | 36.564085 | -0.666025 | 20.602781 | 0.116363 | 2.389392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 49.525171 | -1.853978 | 22.209017 | -0.907996 | 49.525171 | -0.658940 | 25.396225 | -0.439573 | 1.304937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 15.472604 | 10.982953 | -0.869758 | 15.472604 | -0.208273 | 4.222766 | 0.402543 | 1.004176 | 0.151840 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 55.217917 | -1.441254 | 26.837793 | -1.013691 | 55.217917 | -0.846048 | 34.795683 | -0.642827 | 0.907721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 52.689923 | -1.780396 | 22.229184 | -0.793634 | 52.689923 | 0.697248 | 29.960817 | 0.057065 | 2.678472 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 53.495881 | 23.274718 | -0.995161 | 53.495881 | -1.081734 | 23.760779 | 2.003962 | 2.145368 | 0.468795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 3.073913 | -0.393467 | 0.016003 | -0.931441 | -0.807418 | 3.073913 | 0.908429 | 0.985677 | -0.585973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 1.967486 | 0.118997 | -1.048076 | 1.967486 | -1.151555 | 1.156727 | -1.052040 | 1.653478 | -0.671921 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 6.860052 | -1.043724 | 0.989993 | -1.094660 | 2.785949 | -1.005735 | 1.470749 | 0.409978 | 6.860052 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 32.697239 | 0.977181 | -0.984499 | 2.414394 | -0.791115 | 7.600892 | 0.769373 | 32.697239 | 0.385992 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 2.245121 | -0.779121 | 1.195163 | -0.907129 | 2.245121 | -0.416450 | 1.208304 | -0.468750 | 1.296664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 1.562712 | -0.673294 | 1.294229 | -0.420101 | 1.562712 | -0.944459 | 0.434928 | 0.100308 | 1.094176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 2.543909 | -0.245088 | 1.040626 | -0.663656 | 1.516067 | -0.181993 | 1.885047 | 2.027577 | 2.543909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 4.676297 | 1.815546 | -1.023976 | 2.301823 | -1.069771 | 3.506960 | -0.130398 | 4.676297 | 2.924168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 2.163636 | -0.980141 | 1.387341 | -0.775809 | 1.568028 | -0.330636 | 2.163636 | 0.235395 | 1.887496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 3.411505 | 1.742230 | -1.155203 | 1.321410 | -0.419149 | 3.411505 | -0.335730 | 2.012542 | -0.588353 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 2.753281 | -1.367787 | 1.980165 | -0.850689 | 1.592015 | 0.014199 | 2.753281 | 1.151686 | 2.294164 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 3.177032 | -1.127567 | 1.407235 | -0.834091 | 1.273646 | 0.391042 | 3.177032 | 0.867068 | 2.241626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Variability | 3.112627 | 1.756009 | -0.835778 | 1.648576 | -0.790415 | 3.112627 | 0.506396 | 1.561756 | -0.008068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 9.093606 | 2.949590 | -1.461679 | 0.250915 | -0.524091 | 0.524565 | 0.195191 | 9.093606 | 0.175758 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 5.040402 | -1.365411 | 3.378391 | -0.590593 | 0.588218 | 0.263447 | 2.706858 | -0.103415 | 5.040402 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 9.357776 | 3.358956 | -1.710521 | -0.533245 | -1.035143 | 0.215361 | 0.243035 | 9.357776 | 0.211686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 6.496077 | -1.393843 | 3.368124 | -0.811305 | 0.137842 | 0.724078 | 0.575106 | 0.080196 | 6.496077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 11.553912 | -1.055733 | 2.982133 | -0.598770 | 0.427209 | 0.564458 | 2.707908 | 1.005455 | 11.553912 |